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Neville Kenneth Kitson
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2020 – today
- 2025
- [j9]Anthony C. Constantinou, Neville Kenneth Kitson, Alessio Zanga:
Using GPT-4 to guide causal machine learning. Expert Syst. Appl. 268: 126120 (2025) - 2024
- [j8]Neville Kenneth Kitson
, Anthony C. Constantinou
The impact of variable ordering on Bayesian network structure learning. Data Min. Knowl. Discov. 38(4): 2545-2569 (2024) - [i11]Bruno Petrungaro, Neville Kenneth Kitson, Anthony C. Constantinou:
Investigating potential causes of Sepsis with Bayesian network structure learning. CoRR abs/2406.09207 (2024) - [i10]Anthony C. Constantinou, Neville Kenneth Kitson, Alessio Zanga:
Using GPT-4 to guide causal machine learning. CoRR abs/2407.18607 (2024) - 2023
- [j7]Neville Kenneth Kitson
A survey of Bayesian Network structure learning. Artif. Intell. Rev. 56(8): 8721-8814 (2023) - [j6]Kiattikun Chobtham
Hybrid Bayesian network discovery with latent variables by scoring multiple interventions. Data Min. Knowl. Discov. 37(1): 476-520 (2023) - [j5]Anthony C. Constantinou
Open problems in causal structure learning: A case study of COVID-19 in the UK. Expert Syst. Appl. 234: 121069 (2023) - [j4]Anthony C. Constantinou, Zhigao Guo, Neville Kenneth Kitson:
The impact of prior knowledge on causal structure learning. Knowl. Inf. Syst. 65(8): 3385-3434 (2023) - [i9]Anthony C. Constantinou, Neville Kenneth Kitson, Yang Liu, Kiattikun Chobtham, Arian Hashemzadeh, Praharsh A. Nanavati, Rendani Mbuvha, Bruno Petrungaro:
Open problems in causal structure learning: A case study of COVID-19 in the UK. CoRR abs/2305.03859 (2023) - [i8]Neville Kenneth Kitson, Anthony C. Constantinou:
Causal discovery using dynamically requested knowledge. CoRR abs/2310.11154 (2023) - 2022
- [j3]Anthony C. Constantinou
Effective and efficient structure learning with pruning and model averaging strategies. Int. J. Approx. Reason. 151: 292-321 (2022) - [i7]Neville Kenneth Kitson, Anthony C. Constantinou:
The Impact of Variable Ordering on Bayesian Network Structure Learning. CoRR abs/2206.08952 (2022) - 2021
- [j2]Anthony C. Constantinou
Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data. Int. J. Approx. Reason. 131: 151-188 (2021) - [j1]Neville Kenneth Kitson, Anthony C. Constantinou:
Learning Bayesian networks from demographic and health survey data. J. Biomed. Informatics 113: 103588 (2021) - [i6]Anthony C. Constantinou, Zhigao Guo, Neville Kenneth Kitson:
Information fusion between knowledge and data in Bayesian network structure learning. CoRR abs/2102.00473 (2021) - [i5]Neville Kenneth Kitson, Anthony C. Constantinou, Zhigao Guo, Yang Liu, Kiattikun Chobtham:
A survey of Bayesian Network structure learning. CoRR abs/2109.11415 (2021) - [i4]Anthony C. Constantinou, Yang Liu, Neville Kenneth Kitson, Kiattikun Chobtham, Zhigao Guo:
Effective and efficient structure learning with pruning and model averaging strategies. CoRR abs/2112.00398 (2021) - [i3]Kiattikun Chobtham, Anthony C. Constantinou, Neville Kenneth Kitson:
Hybrid Bayesian network discovery with latent variables by scoring multiple interventions. CoRR abs/2112.10574 (2021) - 2020
- [i2]Anthony C. Constantinou, Yang Liu, Kiattikun Chobtham, Zhigao Guo, Neville Kenneth Kitson:
Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data. CoRR abs/2005.09020 (2020)
2010 – 2019
- 2019
- [i1]Neville Kenneth Kitson, Anthony C. Constantinou:
Learning Bayesian networks from demographic and health survey data. CoRR abs/1912.00715 (2019)
Coauthor Index
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